• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Dimensionality Reduction

Results for "dimensionality reduction"


  • Status: New
    New
    U

    University of Colorado Boulder

    Leadership in the Water Sector

    Skills you'll gain: People Management, Team Management, Personal Development, Leadership Development, Leadership and Management, Professional Development, Team Building, Rapport Building, Professionalism, Communication Strategies, Habit Formation, Stress Management

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Preparing for Your Cloud Architect Journey - Português

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Solutions, Solution Architecture, Cloud Computing, Network Planning And Design, Network Infrastructure, Google Cloud Platform, Process Analysis, Solution Delivery, Process Optimization, Cloud Management, Cloud Deployment, Process Improvement and Optimization, Site Reliability Engineering, Key Performance Indicators (KPIs), Cost Reduction, Business Requirements, Case Studies

    Advanced · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Plot (Graphics), Logistic Regression, Data Visualization, Graphing, Data Mining, Analytics, Dimensionality Reduction, R (Software), Big Data, Data Science, R Programming, Statistical Modeling, Data-Driven Decision-Making, Data Ethics, Data Visualization Software, Predictive Modeling, Data Modeling

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Data Ethics, Dimensionality Reduction, Probability & Statistics, Responsible AI, Machine Learning, Applied Machine Learning, Image Analysis, Machine Learning Methods, Natural Language Processing, Computer Vision, Embedded Systems, Machine Learning Algorithms, Linear Algebra, Bayesian Statistics, Scientific Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Data Preprocessing, Dimensionality Reduction, Web Scraping, Statistical Modeling, Python Programming

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, R (Software), Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, Social Studies, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Model Evaluation, Predictive Analytics, Supervised Learning, Data Cleansing, Plot (Graphics), Matplotlib, Data Visualization, Regression Analysis, Graphing, Unsupervised Learning, Model Optimization, Dimensionality Reduction, Machine Learning Methods, Statistical Machine Learning, Descriptive Analytics, Data Analysis, Predictive Modeling, Applied Machine Learning, Exploratory Data Analysis, Data Science

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Linear Algebra: Orthogonality and Diagonalization

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Geometry, Applied Mathematics, Algebra

    4.9
    Rating, 4.9 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Transform Data: Cleanse, Encode, Validate

    Skills you'll gain: Data Cleansing, Data Transformation, Data Preprocessing, Data Wrangling, Data Quality, Feature Engineering, Data Validation, Pandas (Python Package), Data Integrity, Predictive Modeling, Exploratory Data Analysis, Quality Assurance, Descriptive Analytics, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Star Schemas & Track Changes

    Skills you'll gain: Star Schema, Data Warehousing, Looker (Software), Database Design, Analytics, Data Mart, Data Modeling, Business Intelligence, Data Integrity, Data Transformation, Performance Tuning, Data Storage, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

1…454647…52

In summary, here are 10 of our most popular dimensionality reduction courses

  • Leadership in the Water Sector: University of Colorado Boulder
  • Preparing for Your Cloud Architect Journey - Português: Google Cloud
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes
  • Master of Science in Data Science (Statistics): University of Leeds
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Master of Science in Computer Science: Clemson University
  • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok